Infrastructure & AI
Home AI Cluster
A custom-built compute cluster designed for machine learning, distributed workloads, and large-scale experimentation. The project involved networking multiple computers together, configuring Linux systems, managing shared storage, and creating a scalable platform for AI development.
Project Type
Distributed Computing Cluster
Technologies
Linux, Networking, Python, AI
Purpose
Machine Learning & Research
About The Project
I built this cluster to gain hands-on experience with distributed computing and to create a dedicated environment for AI development. Rather than relying entirely on cloud resources, I wanted to understand how large-scale computing systems are designed, deployed, and managed.
What I Built
- • Configured multiple compute nodes running Linux
- • Designed and deployed a local network for node communication
- • Set up centralized storage and resource sharing
- • Developed workflows for machine learning experiments
- • Implemented monitoring and system management tools
- • Created a scalable architecture for future expansion
Skills Used
Linux Administration
Managing multiple Linux systems, services, and network configurations.
Networking
Designing reliable communication between cluster nodes.
Infrastructure Design
Planning hardware, storage, scalability, and maintenance.
Machine Learning
Creating a platform capable of supporting AI training workloads.